import os import sys from tensorboardX import SummaryWriter from datetime import datetime class Logger(object): def __init__(self, val=True, filename="print.log"): self.Time = datetime.now().strftime('%Y-%m-%d_%H%M') self.path = 'output/' + self.Time self.log_filename = filename os.makedirs(self.path) if os.path.exists(self.path) is False else None self.run_path = '{}/{}'.format(self.path, 'tb') # common log self.terminal = sys.stdout self.terminal.write(self.path) # init tensorboardX self.train_writer = None self.val_writer = None self.tensorboard_init(val) def printlog(self, message): message = str(message) self.terminal.write(message + '\n') log = open(os.path.join(self.path, self.log_filename), "a", encoding='utf8', ) log.write(message + '\n') log.close() def tensorboard_init(self, val=True): if val: self.train_writer = SummaryWriter(self.run_path+'/train') self.val_writer = SummaryWriter(self.run_path+'/val') else: self.train_writer = SummaryWriter(self.run_path) def get_path(self): return self.path